Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	193
Missing cells	556
Missing cells (%)	14.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	35.7 KiB
Average record size in memory	189.6 B

Variable types

Numeric	19
Categorical	1

Alerts

`alcohol consumption per capita` is highly overall correlated with `birth rate` and 7 other fields	High correlation
`women marriage by 18` is highly overall correlated with `men marriage by 18` and 8 other fields	High correlation
`men marriage by 18` is highly overall correlated with `women marriage by 18`	High correlation
`birth rate` is highly overall correlated with `alcohol consumption per capita` and 10 other fields	High correlation
`life expectancy` is highly overall correlated with `women marriage by 18` and 9 other fields	High correlation
`death rate` is highly overall correlated with `alcohol consumption per capita`	High correlation
`agriculture occupation ratio` is highly overall correlated with `alcohol consumption per capita` and 11 other fields	High correlation
`services occupation ratio` is highly overall correlated with `birth rate` and 7 other fields	High correlation
`contraceptive prevalence` is highly overall correlated with `alcohol consumption per capita` and 5 other fields	High correlation
`mothers mean age at first birth` is highly overall correlated with `alcohol consumption per capita` and 10 other fields	High correlation
`health expenditures` is highly overall correlated with `agriculture occupation ratio` and 3 other fields	High correlation
`gdp per capita` is highly overall correlated with `alcohol consumption per capita` and 10 other fields	High correlation
`literacy total` is highly overall correlated with `alcohol consumption per capita` and 9 other fields	High correlation
`physicians density` is highly overall correlated with `alcohol consumption per capita` and 11 other fields	High correlation
`population below poverty` is highly overall correlated with `women marriage by 18` and 7 other fields	High correlation
`alcohol consumption per capita` has 7 (3.6%) missing values	Missing
`tobacco use total` has 31 (16.1%) missing values	Missing
`women marriage by 18` has 120 (62.2%) missing values	Missing
`men marriage by 18` has 141 (73.1%) missing values	Missing
`currently married women ages 15-49` has 3 (1.6%) missing values	Missing
`agriculture occupation ratio` has 16 (8.3%) missing values	Missing
`industry occupation ratio` has 19 (9.8%) missing values	Missing
`services occupation ratio` has 31 (16.1%) missing values	Missing
`contraceptive prevalence` has 53 (27.5%) missing values	Missing
`mothers mean age at first birth` has 63 (32.6%) missing values	Missing
`health expenditures` has 6 (3.1%) missing values	Missing
`literacy total` has 37 (19.2%) missing values	Missing
`physicians density` has 4 (2.1%) missing values	Missing
`population below poverty` has 25 (13.0%) missing values	Missing
`population size` has unique values	Unique
`alcohol consumption per capita` has 5 (2.6%) zeros	Zeros

Reproduction

Analysis started	2023-06-02 16:26:30.242985
Analysis finished	2023-06-02 16:27:19.926274
Duration	49.68 seconds
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

alcohol consumption per capita
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	165
Distinct (%)	88.7%
Missing	7
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	4.7025806

Minimum	0
Maximum	12.9
Zeros	5
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0475
Q1	1.38
median	3.96
Q3	7.71
95-th percentile	10.9975
Maximum	12.9
Range	12.9
Interquartile range (IQR)	6.33

Descriptive statistics

Standard deviation	3.6868737
Coefficient of variation (CV)	0.78401073
Kurtosis	-1.0453984
Mean	4.7025806
Median Absolute Deviation (MAD)	3.025
Skewness	0.42684341
Sum	874.68
Variance	13.593038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5	2.6%
7.45	3	1.6%
0.01	2	1.0%
4.09	2	1.0%
5.46	2	1.0%
0.02	2	1.0%
3.07	2	1.0%
5.74	2	1.0%
4.7	2	1.0%
0.25	2	1.0%
Other values (155)	162	83.9%
(Missing)	7	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	2.6%
0.01	2	1.0%
0.02	2	1.0%
0.04	1	0.5%
0.07	1	0.5%
0.08	1	0.5%
0.11	1	0.5%
0.13	1	0.5%
0.14	1	0.5%
0.16	1	0.5%

Value	Count	Frequency (%)
12.9	1	0.5%
12.73	1	0.5%
11.93	1	0.5%
11.9	1	0.5%
11.88	1	0.5%
11.65	1	0.5%
11.44	1	0.5%
11.18	1	0.5%
11.05	1	0.5%
11	1	0.5%

tobacco use total
Real number (ℝ)

Distinct	128
Distinct (%)	79.0%
Missing	31
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	20.332716

Minimum	3.5
Maximum	48.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	3.5
5-th percentile	6.92
Q1	11.8
median	20.55
Q3	26.7
95-th percentile	37.57
Maximum	48.5
Range	45
Interquartile range (IQR)	14.9

Descriptive statistics

Standard deviation	9.8569509
Coefficient of variation (CV)	0.4847828
Kurtosis	-0.60644406
Mean	20.332716
Median Absolute Deviation (MAD)	7.8
Skewness	0.37959665
Sum	3293.9
Variance	97.159482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	4	2.1%
22	3	1.6%
8.5	3	1.6%
20.2	3	1.6%
14.3	3	1.6%
31.8	3	1.6%
10.6	2	1.0%
17.6	2	1.0%
16.2	2	1.0%
17.9	2	1.0%
Other values (118)	135	69.9%
(Missing)	31	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.5	1	0.5%
3.7	1	0.5%
5	1	0.5%
5.1	1	0.5%
5.5	1	0.5%
5.7	1	0.5%
6.8	1	0.5%
6.9	2	1.0%
7.3	1	0.5%
7.4	1	0.5%

Value	Count	Frequency (%)
48.5	1	0.5%
44.1	1	0.5%
40.6	1	0.5%
39.8	1	0.5%
39.3	1	0.5%
39.2	1	0.5%
39	1	0.5%
38.2	1	0.5%
37.6	1	0.5%
37	1	0.5%

women marriage by 18
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	67
Distinct (%)	91.8%
Missing	120
Missing (%)	62.2%
Infinite	0
Infinite (%)	0.0%
Mean	22.286301

Minimum	0
Maximum	61
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	0
5-th percentile	3.16
Q1	12
median	20.2
Q3	30.3
95-th percentile	48.46
Maximum	61
Range	61
Interquartile range (IQR)	18.3

Descriptive statistics

Standard deviation	13.967257
Coefficient of variation (CV)	0.62671936
Kurtosis	0.3481529
Mean	22.286301
Median Absolute Deviation (MAD)	9.6
Skewness	0.65430532
Sum	1626.9
Variance	195.08425
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.3	2	1.0%
14.9	2	1.0%
40.3	2	1.0%
30.5	2	1.0%
25.7	2	1.0%
0.1	2	1.0%
32.8	1	0.5%
43.4	1	0.5%
7.5	1	0.5%
29.1	1	0.5%
Other values (57)	57	29.5%
(Missing)	120	62.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.5%
0.1	2	1.0%
2.2	1	0.5%
3.8	1	0.5%
4.7	1	0.5%
5.3	1	0.5%
5.5	1	0.5%
5.8	1	0.5%
6	1	0.5%
6.1	1	0.5%

Value	Count	Frequency (%)
61	1	0.5%
60.6	1	0.5%
53.7	1	0.5%
51.4	1	0.5%
46.5	1	0.5%
43.4	1	0.5%
40.3	2	1.0%
36	1	0.5%
35.5	1	0.5%
34	1	0.5%

men marriage by 18
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	41
Distinct (%)	78.8%
Missing	141
Missing (%)	73.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.7653846

Minimum	0
Maximum	22.2
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.31
Q1	1.9
median	3.35
Q3	5.6
95-th percentile	14.185
Maximum	22.2
Range	22.2
Interquartile range (IQR)	3.7

Descriptive statistics

Standard deviation	4.6726943
Coefficient of variation (CV)	0.98054926
Kurtosis	4.8105841
Mean	4.7653846
Median Absolute Deviation (MAD)	1.75
Skewness	2.0829238
Sum	247.8
Variance	21.834072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
1.9	3	1.6%
2.8	2	1.0%
2.1	2	1.0%
1.6	2	1.0%
1.2	2	1.0%
3.2	2	1.0%
2.2	2	1.0%
5	2	1.0%
3.9	2	1.0%
5.6	2	1.0%
Other values (31)	31	16.1%
(Missing)	141	73.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.5%
0.1	1	0.5%
0.2	1	0.5%
0.4	1	0.5%
0.5	1	0.5%
0.7	1	0.5%
1.2	2	1.0%
1.4	1	0.5%
1.6	2	1.0%
1.9	3	1.6%

Value	Count	Frequency (%)
22.2	1	0.5%
19.6	1	0.5%
17.1	1	0.5%
11.8	1	0.5%
10.8	1	0.5%
9.8	1	0.5%
9	1	0.5%
8.6	1	0.5%
8.4	1	0.5%
8.1	1	0.5%

currently married women ages 15-49
Real number (ℝ)

Distinct	144
Distinct (%)	75.8%
Missing	3
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	57.836842

Minimum	31.5
Maximum	80.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	31.5
5-th percentile	45
Q1	52.3
median	57.2
Q3	63.775
95-th percentile	72
Maximum	80.3
Range	48.8
Interquartile range (IQR)	11.475

Descriptive statistics

Standard deviation	8.6460261
Coefficient of variation (CV)	0.14948994
Kurtosis	0.46546478
Mean	57.836842
Median Absolute Deviation (MAD)	5.45
Skewness	-0.11356639
Sum	10989
Variance	74.753768
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51.4	4	2.1%
59.6	3	1.6%
52.1	3	1.6%
55.9	3	1.6%
54.3	3	1.6%
57.1	3	1.6%
57.2	3	1.6%
54.8	2	1.0%
48.4	2	1.0%
60.8	2	1.0%
Other values (134)	162	83.9%
(Missing)	3	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31.5	1	0.5%
32.7	1	0.5%
33.3	1	0.5%
37.1	1	0.5%
38.9	1	0.5%
40.3	1	0.5%
41.3	1	0.5%
43.2	1	0.5%
43.8	1	0.5%
45	2	1.0%

Value	Count	Frequency (%)
80.3	1	0.5%
80.1	1	0.5%
77.9	1	0.5%
75.9	1	0.5%
74.6	1	0.5%
73.5	1	0.5%
72.6	2	1.0%
72.4	1	0.5%
72	2	1.0%
71.9	1	0.5%

birth rate
Real number (ℝ)

Distinct	184
Distinct (%)	95.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.34228

Minimum	6.61
Maximum	46.86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	6.61
5-th percentile	8.234
Q1	10.86
median	15.77
Q3	22.37
95-th percentile	36.532
Maximum	46.86
Range	40.25
Interquartile range (IQR)	11.51

Descriptive statistics

Standard deviation	9.1568098
Coefficient of variation (CV)	0.49921874
Kurtosis	0.036096126
Mean	18.34228
Median Absolute Deviation (MAD)	5.44
Skewness	0.9466459
Sum	3540.06
Variance	83.847166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.3	2	1.0%
13.61	2	1.0%
10.8	2	1.0%
8.31	2	1.0%
26.01	2	1.0%
22.34	2	1.0%
10.33	2	1.0%
10.76	2	1.0%
8.87	2	1.0%
34.79	1	0.5%
Other values (174)	174	90.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.61	1	0.5%
6.87	1	0.5%
6.9	1	0.5%
6.95	1	0.5%
7	1	0.5%
7.12	1	0.5%
7.52	1	0.5%
7.97	1	0.5%
7.99	1	0.5%
8.12	1	0.5%

Value	Count	Frequency (%)
46.86	1	0.5%
41.42	1	0.5%
40.72	1	0.5%
40.54	1	0.5%
40.27	1	0.5%
39.85	1	0.5%
39.64	1	0.5%
37.71	1	0.5%
37.07	1	0.5%
36.94	1	0.5%

life expectancy
Real number (ℝ)

Distinct	176
Distinct (%)	91.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74.027306

Minimum	54.05
Maximum	89.64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	54.05
5-th percentile	61.266
Q1	69.72
median	75.4
Q3	78.61
95-th percentile	83.324
Maximum	89.64
Range	35.59
Interquartile range (IQR)	8.89

Descriptive statistics

Standard deviation	6.8619367
Coefficient of variation (CV)	0.09269467
Kurtosis	-0.091588854
Mean	74.027306
Median Absolute Deviation (MAD)	4.47
Skewness	-0.58320277
Sum	14287.27
Variance	47.086175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70.21	2	1.0%
79	2	1.0%
72.15	2	1.0%
78.61	2	1.0%
79.87	2	1.0%
81.71	2	1.0%
79.96	2	1.0%
70.48	2	1.0%
81.87	2	1.0%
72.72	2	1.0%
Other values (166)	173	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
54.05	1	0.5%
55.96	1	0.5%
56.12	1	0.5%
57.7	1	0.5%
59.07	1	0.5%
59.57	1	0.5%
59.71	1	0.5%
59.87	1	0.5%
60.22	1	0.5%
60.48	1	0.5%

Value	Count	Frequency (%)
89.64	1	0.5%
86.51	1	0.5%
85	1	0.5%
84.05	1	0.5%
83.99	1	0.5%
83.83	1	0.5%
83.61	1	0.5%
83.54	1	0.5%
83.42	1	0.5%
83.39	1	0.5%

death rate
Real number (ℝ)

Distinct	174
Distinct (%)	90.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.5292228

Minimum	1.42
Maximum	15.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	1.42
5-th percentile	3.886
Q1	5.71
median	7.08
Q3	9.14
95-th percentile	12.842
Maximum	15.17
Range	13.75
Interquartile range (IQR)	3.43

Descriptive statistics

Standard deviation	2.6758429
Coefficient of variation (CV)	0.35539431
Kurtosis	0.36722776
Mean	7.5292228
Median Absolute Deviation (MAD)	1.53
Skewness	0.63493248
Sum	1453.14
Variance	7.1601353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.77	3	1.6%
10.9	2	1.0%
7.82	2	1.0%
3.45	2	1.0%
4.2	2	1.0%
5.59	2	1.0%
9.66	2	1.0%
7.32	2	1.0%
8.17	2	1.0%
7.17	2	1.0%
Other values (164)	172	89.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.42	1	0.5%
1.62	1	0.5%
2.27	1	0.5%
2.83	1	0.5%
3.21	1	0.5%
3.45	2	1.0%
3.47	1	0.5%
3.85	1	0.5%
3.88	1	0.5%
3.89	1	0.5%

Value	Count	Frequency (%)
15.17	1	0.5%
15.12	1	0.5%
14.92	1	0.5%
14.69	1	0.5%
14.31	1	0.5%
13.7	1	0.5%
13.27	1	0.5%
13.13	1	0.5%
12.98	1	0.5%
12.89	1	0.5%

agriculture occupation ratio
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	139
Distinct (%)	78.5%
Missing	16
Missing (%)	8.3%
Infinite	0
Infinite (%)	0.0%
Mean	29.193559

Minimum	0
Maximum	93.6
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1.08
Q1	5.3
median	18.1
Q3	47
95-th percentile	80
Maximum	93.6
Range	93.6
Interquartile range (IQR)	41.7

Descriptive statistics

Standard deviation	27.313397
Coefficient of variation (CV)	0.93559668
Kurtosis	-0.78762094
Mean	29.193559
Median Absolute Deviation (MAD)	15.3
Skewness	0.76053242
Sum	5167.26
Variance	746.02166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	5	2.6%
17	4	2.1%
70	4	2.1%
11	3	1.6%
0.7	3	1.6%
65	3	1.6%
2	3	1.6%
85	2	1.0%
7	2	1.0%
71	2	1.0%
Other values (129)	146	75.6%
(Missing)	16	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.5%
0.2	1	0.5%
0.5	1	0.5%
0.7	3	1.6%
0.8	1	0.5%
0.9	1	0.5%
1	1	0.5%
1.1	2	1.0%
1.2	2	1.0%
1.3	2	1.0%

Value	Count	Frequency (%)
93.6	1	0.5%
90	1	0.5%
86	1	0.5%
85	2	1.0%
82	1	0.5%
80	5	2.6%
79.2	1	0.5%
77.5	1	0.5%
76.9	1	0.5%
76	1	0.5%

industry occupation ratio
Real number (ℝ)

Distinct	116
Distinct (%)	66.7%
Missing	19
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	19.35

Minimum	1.9
Maximum	63
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	1.9
5-th percentile	5.13
Q1	13.05
median	19.85
Q3	24.075
95-th percentile	32.485
Maximum	63
Range	61.1
Interquartile range (IQR)	11.025

Descriptive statistics

Standard deviation	9.4134312
Coefficient of variation (CV)	0.48648224
Kurtosis	4.3591824
Mean	19.35
Median Absolute Deviation (MAD)	5.4
Skewness	1.1989071
Sum	3366.9
Variance	88.612688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	10	5.2%
14	4	2.1%
12	4	2.1%
10	4	2.1%
15	4	2.1%
11	3	1.6%
20.7	3	1.6%
7	3	1.6%
22	3	1.6%
18.3	3	1.6%
Other values (106)	133	68.9%
(Missing)	19	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.9	1	0.5%
2.3	1	0.5%
3.3	1	0.5%
3.9	1	0.5%
4.1	1	0.5%
4.4	1	0.5%
5	3	1.6%
5.2	1	0.5%
5.5	1	0.5%
6	1	0.5%

Value	Count	Frequency (%)
63	1	0.5%
62.8	1	0.5%
49.6	1	0.5%
38	1	0.5%
36.9	1	0.5%
36	1	0.5%
35.1	1	0.5%
33.5	1	0.5%
33.2	1	0.5%
32.1	1	0.5%

services occupation ratio
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	142
Distinct (%)	87.7%
Missing	31
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	54.694198

Minimum	4.1
Maximum	95.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	4.1
5-th percentile	19.045
Q1	39.925
median	57.8
Q3	71.7
95-th percentile	81.98
Maximum	95.1
Range	91
Interquartile range (IQR)	31.775

Descriptive statistics

Standard deviation	20.67457
Coefficient of variation (CV)	0.37800299
Kurtosis	-0.662909
Mean	54.694198
Median Absolute Deviation (MAD)	14.95
Skewness	-0.45413787
Sum	8860.46
Variance	427.43785
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22	3	1.6%
75	3	1.6%
19	2	1.0%
30	2	1.0%
73	2	1.0%
20	2	1.0%
47	2	1.0%
6	2	1.0%
81.6	2	1.0%
67.8	2	1.0%
Other values (132)	140	72.5%
(Missing)	31	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.1	1	0.5%
6	2	1.0%
13	1	0.5%
17	1	0.5%
17.5	1	0.5%
18	1	0.5%
19	2	1.0%
19.9	1	0.5%
20	2	1.0%
20.06	1	0.5%

Value	Count	Frequency (%)
95.1	1	0.5%
93.9	1	0.5%
86.4	1	0.5%
86	1	0.5%
85.4	1	0.5%
84	1	0.5%
83.9	1	0.5%
83.5	1	0.5%
82	1	0.5%
81.6	2	1.0%

contraceptive prevalence
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	125
Distinct (%)	89.3%
Missing	53
Missing (%)	27.5%
Infinite	0
Infinite (%)	0.0%
Mean	49.162857

Minimum	6.9
Maximum	85.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	6.9
5-th percentile	15.41
Q1	29.3
median	52.4
Q3	66.825
95-th percentile	79.615
Maximum	85.5
Range	78.6
Interquartile range (IQR)	37.525

Descriptive statistics

Standard deviation	21.227345
Coefficient of variation (CV)	0.43177607
Kurtosis	-1.1648786
Mean	49.162857
Median Absolute Deviation (MAD)	17.75
Skewness	-0.25208672
Sum	6882.8
Variance	450.60019
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29.3	3	1.6%
49.7	3	1.6%
18.9	2	1.0%
52.2	2	1.0%
73.9	2	1.0%
62.3	2	1.0%
16.6	2	1.0%
73	2	1.0%
33.5	2	1.0%
64.6	2	1.0%
Other values (115)	118	61.1%
(Missing)	53	27.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.9	1	0.5%
8.1	1	0.5%
10.9	1	0.5%
11	1	0.5%
11.5	1	0.5%
12.2	1	0.5%
13.7	1	0.5%
15.5	1	0.5%
16.6	2	1.0%
17.2	1	0.5%

Value	Count	Frequency (%)
85.5	1	0.5%
84.5	1	0.5%
82.3	1	0.5%
81	1	0.5%
80.5	1	0.5%
80.4	1	0.5%
79.9	1	0.5%
79.6	1	0.5%
79	1	0.5%
77.9	1	0.5%

mothers mean age at first birth
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	85
Distinct (%)	65.4%
Missing	63
Missing (%)	32.6%
Infinite	0
Infinite (%)	0.0%
Mean	24.441538

Minimum	18.1
Maximum	32.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	18.1
5-th percentile	19.2
Q1	20.7
median	23.25
Q3	28.35
95-th percentile	31.055
Maximum	32.8
Range	14.7
Interquartile range (IQR)	7.65

Descriptive statistics

Standard deviation	4.1483495
Coefficient of variation (CV)	0.16972539
Kurtosis	-1.3294435
Mean	24.441538
Median Absolute Deviation (MAD)	3.5
Skewness	0.27478516
Sum	3177.4
Variance	17.208804
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.2	4	2.1%
19.4	4	2.1%
19.6	4	2.1%
22.4	3	1.6%
20.3	3	1.6%
21.9	3	1.6%
28.2	3	1.6%
20.8	3	1.6%
22.6	3	1.6%
29	3	1.6%
Other values (75)	97	50.3%
(Missing)	63	32.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18.1	1	0.5%
18.5	1	0.5%
18.6	1	0.5%
19.1	2	1.0%
19.2	4	2.1%
19.3	1	0.5%
19.4	4	2.1%
19.5	1	0.5%
19.6	4	2.1%
19.8	1	0.5%

Value	Count	Frequency (%)
32.8	1	0.5%
32.2	1	0.5%
31.9	1	0.5%
31.4	1	0.5%
31.3	1	0.5%
31.2	1	0.5%
31.1	1	0.5%
31	1	0.5%
30.9	1	0.5%
30.7	2	1.0%

health expenditures
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	91
Distinct (%)	48.7%
Missing	6
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	7.0887701

Minimum	1.7
Maximum	21.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	1.7
5-th percentile	2.93
Q1	4.6
median	6.5
Q3	9.05
95-th percentile	12.14
Maximum	21.5
Range	19.8
Interquartile range (IQR)	4.45

Descriptive statistics

Standard deviation	3.2234577
Coefficient of variation (CV)	0.45472736
Kurtosis	2.3776854
Mean	7.0887701
Median Absolute Deviation (MAD)	2.2
Skewness	1.13629
Sum	1325.6
Variance	10.39068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.3	6	3.1%
7.6	6	3.1%
3.8	6	3.1%
6.3	5	2.6%
3.4	5	2.6%
4.1	4	2.1%
6.7	4	2.1%
6.5	4	2.1%
7.5	4	2.1%
4.4	4	2.1%
Other values (81)	139	72.0%
(Missing)	6	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.7	1	0.5%
2	1	0.5%
2.4	1	0.5%
2.5	1	0.5%
2.6	3	1.6%
2.7	1	0.5%
2.8	1	0.5%
2.9	1	0.5%
3	2	1.0%
3.3	2	1.0%

Value	Count	Frequency (%)
21.5	1	0.5%
18.8	1	0.5%
18.4	1	0.5%
15.5	1	0.5%
13	1	0.5%
12.9	1	0.5%
12.8	1	0.5%
12.5	1	0.5%
12.2	2	1.0%
12	2	1.0%

gdp per capita
Real number (ℝ)

Distinct	145
Distinct (%)	75.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21187.067

Minimum	700
Maximum	139100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	700
5-th percentile	1500
Q1	4800
median	13000
Q3	30800
95-th percentile	61540
Maximum	139100
Range	138400
Interquartile range (IQR)	26000

Descriptive statistics

Standard deviation	23783.318
Coefficient of variation (CV)	1.1225394
Kurtosis	5.6929707
Mean	21187.067
Median Absolute Deviation (MAD)	9800
Skewness	2.1314861
Sum	4089104
Variance	5.656462 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2100	4	2.1%
1500	3	1.6%
13800	3	1.6%
11900	3	1.6%
13700	3	1.6%
1600	3	1.6%
3200	3	1.6%
3700	3	1.6%
2200	3	1.6%
14600	3	1.6%
Other values (135)	162	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
700	1	0.5%
800	1	0.5%
1100	2	1.0%
1200	2	1.0%
1400	2	1.0%
1500	3	1.6%
1600	3	1.6%
1700	1	0.5%
1800	1	0.5%
1900	1	0.5%

Value	Count	Frequency (%)
139100	1	0.5%
115700	2	1.0%
106000	1	0.5%
102500	1	0.5%
92900	1	0.5%
71000	1	0.5%
69700	1	0.5%
65700	1	0.5%
63700	1	0.5%
60100	1	0.5%

literacy total
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	105
Distinct (%)	67.3%
Missing	37
Missing (%)	19.2%
Infinite	0
Infinite (%)	0.0%
Mean	85.811538

Minimum	26.8
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	26.8
5-th percentile	45.95
Q1	78.575
median	94.5
Q3	98.6
95-th percentile	99.825
Maximum	100
Range	73.2
Interquartile range (IQR)	20.025

Descriptive statistics

Standard deviation	17.512454
Coefficient of variation (CV)	0.20408042
Kurtosis	1.4332783
Mean	85.811538
Median Absolute Deviation (MAD)	5.3
Skewness	-1.4926953
Sum	13386.6
Variance	306.68606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.8	6	3.1%
99	5	2.6%
99.9	4	2.1%
99.6	4	2.1%
100	4	2.1%
99.7	4	2.1%
98.4	4	2.1%
99.4	3	1.6%
89.1	3	1.6%
94.5	3	1.6%
Other values (95)	116	60.1%
(Missing)	37	19.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26.8	1	0.5%
34.5	1	0.5%
35.5	1	0.5%
37.3	2	1.0%
37.4	1	0.5%
45.3	1	0.5%
45.8	1	0.5%
46	1	0.5%
47.7	1	0.5%
48.3	1	0.5%

Value	Count	Frequency (%)
100	4	2.1%
99.9	4	2.1%
99.8	6	3.1%
99.7	4	2.1%
99.6	4	2.1%
99.5	1	0.5%
99.4	3	1.6%
99.2	2	1.0%
99.1	3	1.6%
99	5	2.6%

physicians density
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	152
Distinct (%)	80.4%
Missing	4
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.977619

Minimum	0.02
Maximum	8.42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	0.02
5-th percentile	0.07
Q1	0.42
median	1.61
Q3	3.1
95-th percentile	5.098
Maximum	8.42
Range	8.4
Interquartile range (IQR)	2.68

Descriptive statistics

Standard deviation	1.7598888
Coefficient of variation (CV)	0.88990285
Kurtosis	0.58826805
Mean	1.977619
Median Absolute Deviation (MAD)	1.26
Skewness	0.95818856
Sum	373.77
Variance	3.0972087
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07	5	2.6%
0.2	4	2.1%
0.38	3	1.6%
0.19	3	1.6%
0.09	3	1.6%
0.05	3	1.6%
0.08	3	1.6%
0.17	2	1.0%
0.23	2	1.0%
3.47	2	1.0%
Other values (142)	159	82.4%
(Missing)	4	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.02	1	0.5%
0.04	1	0.5%
0.05	3	1.6%
0.06	1	0.5%
0.07	5	2.6%
0.08	3	1.6%
0.09	3	1.6%
0.1	1	0.5%
0.11	1	0.5%
0.12	1	0.5%

Value	Count	Frequency (%)
8.42	1	0.5%
7.51	1	0.5%
7.09	1	0.5%
6.31	1	0.5%
6.11	1	0.5%
6.08	1	0.5%
6.06	1	0.5%
5.48	1	0.5%
5.29	1	0.5%
5.11	1	0.5%

population below poverty
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	146
Distinct (%)	86.9%
Missing	25
Missing (%)	13.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.114286

Minimum	0.2
Maximum	82.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	0.2
5-th percentile	5.175
Q1	14.8
median	22.65
Q3	38.225
95-th percentile	61.055
Maximum	82.5
Range	82.3
Interquartile range (IQR)	23.425

Descriptive statistics

Standard deviation	17.076402
Coefficient of variation (CV)	0.62979354
Kurtosis	0.37015212
Mean	27.114286
Median Absolute Deviation (MAD)	10
Skewness	0.92338419
Sum	4555.2
Variance	291.60351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.1	3	1.6%
20.1	2	1.0%
24.9	2	1.0%
21	2	1.0%
26.3	2	1.0%
9.4	2	1.0%
8.8	2	1.0%
12.7	2	1.0%
35	2	1.0%
48.6	2	1.0%
Other values (136)	147	76.2%
(Missing)	25	13.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	0.5%
0.6	1	0.5%
1.1	1	0.5%
4.1	1	0.5%
4.2	1	0.5%
4.3	1	0.5%
4.8	1	0.5%
4.9	1	0.5%
5	1	0.5%
5.5	1	0.5%

Value	Count	Frequency (%)
82.5	1	0.5%
76.4	1	0.5%
70.7	1	0.5%
70	1	0.5%
67	1	0.5%
66.7	1	0.5%
64.6	1	0.5%
63	1	0.5%
62	1	0.5%
59.3	1	0.5%

population size
Real number (ℝ)

Distinct	193
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40826502

Minimum	9852
Maximum	1.4131428 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	9852
5-th percentile	92757.4
Q1	2078820
median	8940860
Q3	30518260
95-th percentile	1.2618175 × 10⁸
Maximum	1.4131428 × 10⁹
Range	1.413133 × 10⁹
Interquartile range (IQR)	28439440

Descriptive statistics

Standard deviation	1.4850203 × 10⁸
Coefficient of variation (CV)	3.6373928
Kurtosis	73.937686
Mean	40826502
Median Absolute Deviation (MAD)	8455869
Skewness	8.2803914
Sum	7.879515 × 10⁹
Variance	2.2052852 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39232003	1	0.5%
39993	1	0.5%
230842743	1	0.5%
26072217	1	0.5%
2133410	1	0.5%
5597924	1	0.5%
3833465	1	0.5%
247653551	1	0.5%
21779	1	0.5%
4404108	1	0.5%
Other values (183)	183	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9852	1	0.5%
11639	1	0.5%
21779	1	0.5%
31597	1	0.5%
34892	1	0.5%
39993	1	0.5%
54817	1	0.5%
74656	1	0.5%
80966	1	0.5%
85468	1	0.5%

Value	Count	Frequency (%)
1413142846	1	0.5%
1399179585	1	0.5%
339665118	1	0.5%
279476346	1	0.5%
247653551	1	0.5%
230842743	1	0.5%
218689757	1	0.5%
167184465	1	0.5%
141698923	1	0.5%
129875529	1	0.5%

continent
Categorical

Distinct	6
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

Africa	53
Asia	47
Europe	44
North America	23
Oceania	14

Length

Max length	13
Median length	6
Mean length	6.8549223
Min length	4

Characters and Unicode

Total characters	1323
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Asia
2nd row	Europe
3rd row	Africa
4th row	Europe
5th row	Africa

Common Values

Value	Count	Frequency (%)
Africa	53	27.5%
Asia	47	24.4%
Europe	44	22.8%
North America	23	11.9%
Oceania	14	7.3%
South America	12	6.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
africa	53	23.2%
asia	47	20.6%
europe	44	19.3%
america	35	15.4%
north	23	10.1%
oceania	14	6.1%
south	12	5.3%

Most occurring characters

Value	Count	Frequency (%)
a	163	12.3%
r	155	11.7%
i	149	11.3%
A	135	10.2%
c	102	7.7%
e	93	7.0%
o	79	6.0%
u	56	4.2%
f	53	4.0%
s	47	3.6%
Other values (10)	291	22.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1060	80.1%
Uppercase Letter	228	17.2%
Space Separator	35	2.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	163	15.4%
r	155	14.6%
i	149	14.1%
c	102	9.6%
e	93	8.8%
o	79	7.5%
u	56	5.3%
f	53	5.0%
s	47	4.4%
p	44	4.2%
Other values (4)	119	11.2%

Uppercase Letter

Value	Count	Frequency (%)
A	135	59.2%
E	44	19.3%
N	23	10.1%
O	14	6.1%
S	12	5.3%

Space Separator

Value	Count	Frequency (%)
	35	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1288	97.4%
Common	35	2.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	163	12.7%
r	155	12.0%
i	149	11.6%
A	135	10.5%
c	102	7.9%
e	93	7.2%
o	79	6.1%
u	56	4.3%
f	53	4.1%
s	47	3.6%
Other values (9)	256	19.9%

Common

Value	Count	Frequency (%)
	35	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1323	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	163	12.3%
r	155	11.7%
i	149	11.3%
A	135	10.2%
c	102	7.7%
e	93	7.0%
o	79	6.0%
u	56	4.2%
f	53	4.0%
s	47	3.6%
Other values (10)	291	22.0%

Auto

Heatmap
Table

	alcohol consumption per capita	tobacco use total	women marriage by 18	men marriage by 18	currently married women ages 15-49	birth rate	life expectancy	death rate	agriculture occupation ratio	industry occupation ratio	services occupation ratio	contraceptive prevalence	mothers mean age at first birth	health expenditures	gdp per capita	literacy total	physicians density	population below poverty	population size	continent
alcohol consumption per capita	1.000	0.207	-0.140	0.109	-0.482	-0.620	0.481	0.559	-0.517	0.119	0.470	0.515	0.633	0.444	0.564	0.502	0.564	-0.341	-0.154	0.349
tobacco use total	0.207	1.000	-0.417	-0.042	0.073	-0.492	0.303	0.286	-0.271	0.235	0.239	0.170	0.481	0.254	0.280	0.497	0.426	-0.377	-0.098	0.302
women marriage by 18	-0.140	-0.417	1.000	0.568	0.211	0.622	-0.576	0.002	0.549	-0.206	-0.431	-0.322	-0.820	-0.415	-0.579	-0.668	-0.667	0.534	0.252	0.272
men marriage by 18	0.109	-0.042	0.568	1.000	0.032	0.040	-0.116	0.030	-0.044	-0.090	0.037	0.069	-0.401	-0.084	-0.065	-0.197	-0.212	0.025	0.158	0.329
currently married women ages 15-49	-0.482	0.073	0.211	0.032	1.000	0.278	-0.319	-0.140	0.478	-0.126	-0.379	-0.343	-0.351	-0.284	-0.350	-0.215	-0.280	0.032	0.234	0.160
birth rate	-0.620	-0.492	0.622	0.040	0.278	1.000	-0.813	-0.436	0.739	-0.444	-0.598	-0.654	-0.851	-0.445	-0.830	-0.789	-0.852	0.675	0.138	0.460
life expectancy	0.481	0.303	-0.576	-0.116	-0.319	-0.813	1.000	0.063	-0.790	0.364	0.622	0.596	0.859	0.459	0.853	0.673	0.779	-0.642	-0.152	0.350
death rate	0.559	0.286	0.002	0.030	-0.140	-0.436	0.063	1.000	-0.234	0.211	0.270	0.146	0.423	0.350	0.231	0.239	0.373	-0.187	0.024	0.300
agriculture occupation ratio	-0.517	-0.271	0.549	-0.044	0.478	0.739	-0.790	-0.234	1.000	-0.411	-0.849	-0.579	-0.823	-0.534	-0.852	-0.668	-0.771	0.514	0.215	0.358
industry occupation ratio	0.119	0.235	-0.206	-0.090	-0.126	-0.444	0.364	0.211	-0.411	1.000	0.223	0.344	0.450	0.095	0.436	0.311	0.358	-0.346	0.086	0.183
services occupation ratio	0.470	0.239	-0.431	0.037	-0.379	-0.598	0.622	0.270	-0.849	0.223	1.000	0.487	0.738	0.536	0.672	0.594	0.707	-0.315	-0.273	0.297
contraceptive prevalence	0.515	0.170	-0.322	0.069	-0.343	-0.654	0.596	0.146	-0.579	0.344	0.487	1.000	0.471	0.387	0.567	0.482	0.598	-0.489	0.252	0.267
mothers mean age at first birth	0.633	0.481	-0.820	-0.401	-0.351	-0.851	0.859	0.423	-0.823	0.450	0.738	0.471	1.000	0.575	0.864	0.747	0.813	-0.703	-0.235	0.398
health expenditures	0.444	0.254	-0.415	-0.084	-0.284	-0.445	0.459	0.350	-0.534	0.095	0.536	0.387	0.575	1.000	0.383	0.381	0.521	-0.242	-0.172	0.266
gdp per capita	0.564	0.280	-0.579	-0.065	-0.350	-0.830	0.853	0.231	-0.852	0.436	0.672	0.567	0.864	0.383	1.000	0.712	0.829	-0.682	-0.154	0.273
literacy total	0.502	0.497	-0.668	-0.197	-0.215	-0.789	0.673	0.239	-0.668	0.311	0.594	0.482	0.747	0.381	0.712	1.000	0.841	-0.607	-0.291	0.262
physicians density	0.564	0.426	-0.667	-0.212	-0.280	-0.852	0.779	0.373	-0.771	0.358	0.707	0.598	0.813	0.521	0.829	0.841	1.000	-0.620	-0.095	0.386
population below poverty	-0.341	-0.377	0.534	0.025	0.032	0.675	-0.642	-0.187	0.514	-0.346	-0.315	-0.489	-0.703	-0.242	-0.682	-0.607	-0.620	1.000	-0.075	0.297
population size	-0.154	-0.098	0.252	0.158	0.234	0.138	-0.152	0.024	0.215	0.086	-0.273	0.252	-0.235	-0.172	-0.154	-0.291	-0.095	-0.075	1.000	0.073
continent	0.349	0.302	0.272	0.329	0.160	0.460	0.350	0.300	0.358	0.183	0.297	0.267	0.398	0.266	0.273	0.262	0.386	0.297	0.073	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	alcohol consumption per capita	tobacco use total	women marriage by 18	men marriage by 18	currently married women ages 15-49	birth rate	life expectancy	death rate	agriculture occupation ratio	industry occupation ratio	services occupation ratio	contraceptive prevalence	mothers mean age at first birth	health expenditures	gdp per capita	literacy total	physicians density	population below poverty	population size	continent
country
Afghanistan	0.01	23.3	28.3	NaN	70.3	34.79	54.05	12.08	44.3	18.1	37.6	18.9	19.9	15.5	1500.0	37.3	0.25	54.5	39232003.0	Asia
Albania	4.40	22.4	11.8	1.2	67.2	12.48	79.70	7.36	41.4	18.3	40.3	46.0	26.6	6.7	14500.0	98.4	1.88	14.3	3101621.0	Europe
Algeria	0.59	21.0	3.8	NaN	56.0	17.84	78.27	4.33	10.8	30.9	58.4	53.6	NaN	6.3	11000.0	81.4	1.72	5.5	44758398.0	Africa
Andorra	10.99	31.8	NaN	NaN	NaN	6.87	83.61	7.98	0.5	4.4	95.1	NaN	32.8	9.1	49900.0	100.0	3.33	NaN	85468.0	Europe
Angola	5.84	NaN	30.3	6.0	55.7	41.42	62.51	7.80	85.0	15.0	NaN	13.7	19.4	2.9	5900.0	71.1	0.21	32.3	35981281.0	Africa
Antigua and Barbuda	11.88	NaN	NaN	NaN	31.5	15.01	78.04	5.69	7.0	11.0	82.0	NaN	NaN	5.6	19100.0	99.0	2.76	NaN	101489.0	North America
Argentina	7.95	24.5	NaN	NaN	48.9	15.38	78.55	7.28	5.3	28.6	66.1	70.1	NaN	10.0	21500.0	99.0	4.06	35.5	46621847.0	South America
Armenia	3.77	25.5	5.3	0.4	64.8	10.80	76.40	9.54	36.3	17.0	46.7	57.1	25.2	12.2	14200.0	99.8	4.40	26.4	2989091.0	Asia
Australia	9.51	13.6	NaN	NaN	55.9	12.23	83.28	6.76	3.6	21.1	75.3	66.9	28.7	10.7	49800.0	NaN	4.13	NaN	26461166.0	Oceania
Austria	11.90	26.4	NaN	NaN	58.7	9.39	82.48	9.86	0.7	25.2	74.1	79.0	29.7	11.5	54100.0	NaN	5.29	13.3	8940860.0	Europe

	alcohol consumption per capita	tobacco use total	women marriage by 18	men marriage by 18	currently married women ages 15-49	birth rate	life expectancy	death rate	agriculture occupation ratio	industry occupation ratio	services occupation ratio	contraceptive prevalence	mothers mean age at first birth	health expenditures	gdp per capita	literacy total	physicians density	population below poverty	population size	continent
country
United Kingdom	9.80	15.4	0.1	NaN	50.7	10.80	82.05	9.12	1.3	15.2	83.5	76.1	29.0	12.0	45000.0	NaN	3.00	18.6	68138484.0	Europe
United States	8.93	23.0	NaN	NaN	51.9	12.21	80.75	8.42	0.7	20.3	37.3	73.9	27.0	18.8	63700.0	NaN	2.61	15.1	339665118.0	North America
Uruguay	5.42	21.5	NaN	NaN	55.4	12.65	78.66	9.12	13.0	14.0	73.0	79.6	NaN	9.2	22800.0	98.8	4.94	8.8	3416264.0	South America
Uzbekistan	2.45	17.6	NaN	NaN	68.6	15.18	75.55	5.43	25.9	13.2	60.9	NaN	23.7	6.8	7700.0	100.0	2.37	14.1	31360836.0	Asia
Vanuatu	1.60	17.8	NaN	NaN	69.2	21.19	75.40	3.99	65.0	5.0	30.0	49.0	NaN	4.0	2800.0	89.1	0.17	NaN	313046.0	Oceania
Venezuela	2.51	NaN	NaN	NaN	51.5	16.99	74.25	6.55	7.3	21.8	70.9	75.0	NaN	3.8	7704.0	97.5	1.73	33.1	30518260.0	South America
Vietnam	3.41	24.8	NaN	NaN	72.6	15.29	75.79	5.77	40.3	25.7	34.0	72.8	NaN	4.7	10600.0	95.8	0.83	6.7	104799174.0	Asia
Yemen	0.02	20.3	NaN	NaN	60.4	24.05	67.83	5.54	NaN	NaN	NaN	33.5	20.8	4.3	2500.0	70.1	0.53	48.6	31565602.0	Asia
Zambia	3.82	14.4	29.0	2.8	53.3	34.48	66.60	6.02	54.8	9.9	35.3	49.6	19.2	5.6	3200.0	86.7	1.17	54.4	20216029.0	Africa
Zimbabwe	3.11	11.7	33.7	1.9	61.6	32.77	63.79	8.51	67.5	7.3	25.2	66.8	20.3	3.4	2100.0	89.7	0.20	38.3	15418674.0	Africa

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample